Awesome Docker AI/ML Lists
A curated collection of Docker AI/ML resources, tools, and use cases organized in a structured format. This repository aims to provide a comprehensive reference for developers working at the intersection of containerization and artificial intelligence/machine learning.
Title
Description
Type
Link
The Model Context Protocol
Simplifying Building AI apps with Anthropic Claude Desktop and Docker
Blog
Read
What is Model Context Protocol
What MCP is and what problem it solves
Blog
Read
Docker Desktop Extension for MCP
Exploring the Docker Desktop Extension for MCP servers
Video
Watch
MCP Server in Go
Creating an MCP Server in Go and Serving it with Docker
Blog
Read
Postgres MCP Server
Postgres MCP Server, Docker and Claude Desktop
Blog
Read
GitHub MCP Server
GitHub MCP Server, Docker and Claude Desktop
Blog
Read
Title
Description
Type
Link
GenAI Stack
Getting Started with GenAI Stack powered with Docker, LangChain, Neo4j and Ollama
Blog
Read
New GenAI Stack
Introducing a New GenAI Stack: Streamlined AI/ML Integration Made Easy
Blog
Read
Local LLM Messenger
Chat with GenAI on Your iPhone
Blog
Read
Generative AI for Markdown
Using Generative AI to Create Runnable Markdown
Blog
Read
ReadMeAI
An AI-powered README Generator for Developers
Blog
Read
AI-Driven Code Analysis
Build Your Own AI-Driven Code Analysis Chatbot for Developers with the GenAI Stack
Blog
Read
Llamafile with Docker
A Quick Guide to Containerizing Llamafile with Docker for AI Applications
Blog
Read
LangChain-Powered Chat App
Build and Deploy a LangChain-Powered Chat App with Docker and Streamlit
Blog
Read
Title
Description
Type
Link
Hugging Face & Testcontainers
How to Run Hugging Face Models Programmatically Using Ollama and Testcontainers
Blog
Read
Docker Spaces
Effortlessly Build Machine Learning Apps with Hugging Face's Docker Spaces
Blog
Read
Partnership
Docker and Hugging Face Partner to Democratize AI
Blog
Read
Title
Description
Type
Link
AI for Git Hooks
How an AI Assistant Can Help Configure Your Project's Git Hooks
Blog
Read
AI-Powered Documentation
Docker Documentation Gets an AI-Powered Assistant
Blog
Read
GitHub Copilot Extension
"@docker can you help me…": An Early Look at the Docker Extension for GitHub Copilot
Blog
Read
MindsDB Extension
Streamline the Development of Real-Time AI Applications with MindsDB Docker Extension
Blog
Read
AI Document Management
Creating AI-Enhanced Document Management with the GenAI Stack
Blog
Read
AI Container Troubleshooting
Better Debugging: How the Signal0ne Docker Extension Uses AI to Simplify Container Troubleshooting
Blog
Read
NVIDIA Partnership
Docker Partners with NVIDIA to Support Building and Running AI/ML Applications
Blog
Read
IKEA ML Deployment
How IKEA Retail Standardizes Docker Images for Efficient Machine Learning Model Deployment
Blog
Read
Project
Description
Type
Link
SeamlessML
Docker-Powered Serverless Model Orchestration
Project
View
ML Python Package
Python Package for ML deployments
Project
View
Callisto
An ML starter template using Docker
Project
View
DeepCySec
AI/ML Security Solution
Project
View
COBE Platform
Containerized Online Bandit Experimentation Platform
Project
View
Project
Description
Type
Link
Signal0ne
Container AI Troubleshooting
Project
View
DockerImageAnalyzer
Container Image Analysis Tool
Project
View
Docker Pulse
Container Monitoring Solution
Project
View
Docker Genius
AI-powered Docker Assistant
Project
View
Docker Copilot
AI Assistance for Docker
Project
View
Local MLOps Monitoring
MLOps Monitoring Solution
Project
View
Docker Image Optimizer
AI-powered Image Optimization
Project
View
AI Assistants & Automation
Project
Description
Type
Link
Chiral AI
Chat with PRDs and Create Tickets in Record Time
Project
View
GitChats AI
Git-based AI Chatbot
Project
View
ReadmeAI
AI-powered README Generation
Project
View
RavenML
Automate Business Workflows with AI and Docker
Project
View
P8Hub
Private AI Hub
Project
View
QGenie
AI Question Generator
Project
View
Project
Description
Type
Link
Health Square
Healthcare Platform
Project
View
HeartFul Wellness
Wellness Application
Project
View
Medical Image Analysis
Medical Image Analysis using Docker
Project
View
Segment Life Saver
Medical Segmentation Tool
Project
View
Diabetes ML Project
Diabetes Prediction Model
Project
View
Project
Description
Type
Link
Dataficial
Data Learning Platform
Project
View
EduSign
Educational Signing Tool
Project
View
Coursify
AI Generated Course on Any Topic with Video & Quiz
Project
View
Project
Description
Type
Link
Local LLM Messenger
Local LLM Messaging App
Project
View
Text Summarizer
Text Summarization Tool
Project
View
Multi-document Summarizer
Multi-document Summarizer as a Service
Project
View
ContextualConnect Pro
Context-aware Communication Tool
Project
View
NLP Chat App
NLP-based Chat Application
Project
View
Project
Description
Type
Link
Docker Log Sentiment
Docker Log Sentiment Analyzer
Project
View
DeepCySec
AI-based Cybersecurity
Project
View
Documentation & Knowledge Management
Project
Description
Type
Link
Techdocs
Technical Documentation Tool
Project
View
GitDoc
AI-generated Code Documentation
Project
View
Code Explorer
Code Exploration Tool
Project
View
Title
Description
Type
Link
Lab 1
Building and deploying a simple GenAI application
Workshop
View
Lab 2
Using Docker to containerize and deploy GenAI applications
Workshop
View
Lab 3
Using Neo4j to store and manage knowledge graphs
Workshop
View
Lab 4
Using LangChain to integrate LLMs into Gen-AI applications
Workshop
View
Lab 5
Using Ollama to deploy large language models
Workshop
View
Lab 6
Gen-AI Stack - Let's bring it together
Workshop
View
Contributions are welcome! Please feel free to submit a Pull Request.
This project is licensed under the MIT License - see the LICENSE file for details.
